"You Stupid Tin Box" - Children Interacting with the AIBO Robot: A Cross-linguistic Emotional Speech Corpus
نویسندگان
چکیده
This paper deals with databases that combine different aspects: children’s speech, emotional speech, human-robot communication, crosslinguistics, and read vs. spontaneous speech: in a Wizard-of-Oz scenario, German and English children had to instruct Sony’s AIBO robot to fulfil specific tasks. In one experimental condition, strictly parallel for German and English, the AIBO behaved ‘disobedient’ by following it’s own script irrespective of the child’s commands. By that, reactions of different children to the same sequence of AIBO’s actions could be obtained. In addition, both the German and the English children were recorded reading texts. The data are transliterated orthographically; emotional user states and some other phenomena will be annotated. We report preliminary word recognition rates and classification results.
منابع مشابه
The Prosody of Pet Robot Directed Speech: Evidence from Children
In this paper, we present a database with emotional children’s speech in a human-robot scenario: the children were giving instructions to Sony’s pet robot dog AIBO, with AIBO showing both obedient and disobedient behaviour. In such a scenario, a specific type of partner-centered interaction can be observed. We aimed at finding prosodic correlates of children’s emotional speech and were interest...
متن کاملEmotion classification in children's speech using fusion of acoustic and linguistic features
This paper describes a system to detect angry vs. non-angry utterances of children who are engaged in dialog with an Aibo robot dog. The system was submitted to the Interspeech2009 Emotion Challenge evaluation. The speech data consist of short utterances of the children’s speech, and the proposed system is designed to detect anger in each given chunk. Frame-based cepstral features, prosodic and...
متن کاملAn evaluation of the robustness of existing supervised machine learning approaches to the classification of emotions in speech
In this study, the robustness of approaches to the automatic classification of emotions in speech is addressed. Among the many types of emotions that exist, two groups of emotions are considered, adult-to-adult acted vocal expressions of common types of emotions like happiness, sadness, and anger and adult-to-infant vocal expressions of affective intents also known as ‘‘motherese’’. Specificall...
متن کاملWhodunnit - Searching for the most important feature types signalling emotion-related user states in speech
In this article, we describe and interpret a set of acoustic and linguistic features that characterise emotional/emotion-related user states – confined to the one database processed: four classes in a German corpus of children interacting with a pet robot. To this end, we collected a very large feature vector consisting of more than 4000 features extracted at different sites. We performed exten...
متن کاملOn the use of speech parameter contours for emotion recognition
Many features have been proposed for speech-based emotion recognition, and a majority of them are frame based or statistics estimated from frame-based features. Temporal information is typically modelled on a per utterance basis, with either functionals of frame-based features or a suitable back-end. This paper investigates an approach that combines both, with the use of temporal contours of pa...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2004